Profiling Report for the Exoplanet and Stars Dataset

Dataset statistics

Number of variables	38
Number of observations	1053
Missing cells	21506
Missing cells (%)	53.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	320.8 KiB
Average record size in memory	312.0 B

Variable types

Numeric	30
Text	5
Categorical	3

Alerts

`solution_id` has constant value "1.6361480689213768e+18"	Constant
`discoverymethod` is highly imbalanced (95.1%)	Imbalance
`df_index` has 500 (47.5%) missing values	Missing
`pl_name` has 500 (47.5%) missing values	Missing
`hostname` has 500 (47.5%) missing values	Missing
`discoverymethod` has 500 (47.5%) missing values	Missing
`disc_year` has 500 (47.5%) missing values	Missing
`pl_orbper` has 500 (47.5%) missing values	Missing
`pl_rade` has 511 (48.5%) missing values	Missing
`pl_bmasse` has 618 (58.7%) missing values	Missing
`pl_eqt` has 573 (54.4%) missing values	Missing
`st_teff` has 510 (48.4%) missing values	Missing
`st_mass` has 500 (47.5%) missing values	Missing
`st_rad` has 503 (47.8%) missing values	Missing
`sy_dist` has 502 (47.7%) missing values	Missing
`sy_vmag` has 501 (47.6%) missing values	Missing
`rastr` has 500 (47.5%) missing values	Missing
`decstr` has 500 (47.5%) missing values	Missing
`solution_id` has 553 (52.5%) missing values	Missing
`designation` has 553 (52.5%) missing values	Missing
`source_id` has 553 (52.5%) missing values	Missing
`ra` has 553 (52.5%) missing values	Missing
`dec` has 553 (52.5%) missing values	Missing
`parallax` has 670 (63.6%) missing values	Missing
`pmra` has 670 (63.6%) missing values	Missing
`pmdec` has 670 (63.6%) missing values	Missing
`ra_error` has 553 (52.5%) missing values	Missing
`dec_error` has 553 (52.5%) missing values	Missing
`parallax_error` has 670 (63.6%) missing values	Missing
`pmra_error` has 670 (63.6%) missing values	Missing
`pmdec_error` has 670 (63.6%) missing values	Missing
`astrometric_n_obs_al` has 553 (52.5%) missing values	Missing
`astrometric_n_good_obs_al` has 553 (52.5%) missing values	Missing
`astrometric_n_bad_obs_al` has 553 (52.5%) missing values	Missing
`phot_g_mean_mag` has 554 (52.6%) missing values	Missing
`phot_bp_mean_mag` has 560 (53.2%) missing values	Missing
`phot_rp_mean_mag` has 558 (53.0%) missing values	Missing
`radial_velocity` has 1033 (98.1%) missing values	Missing
`radial_velocity_error` has 1033 (98.1%) missing values	Missing
`df_index` is uniformly distributed	Uniform
`astrometric_n_bad_obs_al` has 173 (16.4%) zeros	Zeros

Reproduction

Analysis started	2024-09-19 12:05:48.002260
Analysis finished	2024-09-19 12:07:45.415179
Duration	1 minute and 57.41 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

df_index
Real number (ℝ)

MISSING UNIFORM

Distinct	553
Distinct (%)	100.0%
Missing	500
Missing (%)	47.5%
Infinite	0
Infinite (%)	0.0%
Mean	276

Minimum	0
Maximum	552
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0
5-th percentile	27.6
Q1	138
median	276
Q3	414
95-th percentile	524.4
Maximum	552
Range	552
Interquartile range (IQR)	276

Descriptive statistics

Standard deviation	159.78162
Coefficient of variation (CV)	0.57891892
Kurtosis	-1.2
Mean	276
Median Absolute Deviation (MAD)	138
Skewness	0
Sum	152628
Variance	25530.167
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
371	1	0.1%
365	1	0.1%
366	1	0.1%
367	1	0.1%
368	1	0.1%
369	1	0.1%
370	1	0.1%
372	1	0.1%
380	1	0.1%
373	1	0.1%
Other values (543)	543	51.6%
(Missing)	500	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
552	1	0.1%
551	1	0.1%
550	1	0.1%
549	1	0.1%
548	1	0.1%
547	1	0.1%
546	1	0.1%
545	1	0.1%
544	1	0.1%
543	1	0.1%

pl_name
Text

MISSING

Distinct	553
Distinct (%)	100.0%
Missing	500
Missing (%)	47.5%
Memory size	16.5 KiB

Length

Max length	15
Median length	10
Mean length	9.9891501
Min length	8

Characters and Unicode

Total characters	5524
Distinct characters	45
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	553 ?
Unique (%)	100.0%

Sample

1st row	AU Mic b
2nd row	AU Mic c
3rd row	BD-14 3065 b
4th row	DS Tuc A b
5th row	GJ 1252 b

Value	Count	Frequency (%)
b	424	34.4%
c	74	6.0%
hd	59	4.8%
a	26	2.1%
d	24	1.9%
hip	10	0.8%
tic	10	0.8%
gj	9	0.7%
e	7	0.6%
lhs	7	0.6%
Other values (467)	581	47.2%

Most occurring characters

Value	Count	Frequency (%)
	678	12.3%
T	451	8.2%
I	446	8.1%
-	443	8.0%
O	426	7.7%
b	423	7.7%
1	380	6.9%
2	301	5.4%
3	230	4.2%
4	227	4.1%
Other values (35)	1519	27.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5524	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	678	12.3%
T	451	8.2%
I	446	8.1%
-	443	8.0%
O	426	7.7%
b	423	7.7%
1	380	6.9%
2	301	5.4%
3	230	4.2%
4	227	4.1%
Other values (35)	1519	27.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5524	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	678	12.3%
T	451	8.2%
I	446	8.1%
-	443	8.0%
O	426	7.7%
b	423	7.7%
1	380	6.9%
2	301	5.4%
3	230	4.2%
4	227	4.1%
Other values (35)	1519	27.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5524	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	678	12.3%
T	451	8.2%
I	446	8.1%
-	443	8.0%
O	426	7.7%
b	423	7.7%
1	380	6.9%
2	301	5.4%
3	230	4.2%
4	227	4.1%
Other values (35)	1519	27.5%

hostname
Text

MISSING

Distinct	450
Distinct (%)	81.4%
Missing	500
Missing (%)	47.5%
Memory size	16.5 KiB

Length

Max length	16
Median length	8
Mean length	7.9674503
Min length	6

Characters and Unicode

Total characters	4406
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	381 ?
Unique (%)	68.9%

Sample

1st row	AU Mic
2nd row	AU Mic
3rd row	BD-14 3065 A
4th row	DS Tuc A
5th row	GJ 1252

Value	Count	Frequency (%)
hd	62	8.8%
a	27	3.8%
tic	10	1.4%
hip	10	1.4%
gj	10	1.4%
lhs	7	1.0%
toi-1136	6	0.9%
toi-178	5	0.7%
ltt	5	0.7%
23472	5	0.7%
Other values (458)	557	79.1%

Most occurring characters

Value	Count	Frequency (%)
T	448	10.2%
I	443	10.1%
-	440	10.0%
O	423	9.6%
1	359	8.1%
2	302	6.9%
3	233	5.3%
4	227	5.2%
6	201	4.6%
8	186	4.2%
Other values (30)	1144	26.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4406	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	448	10.2%
I	443	10.1%
-	440	10.0%
O	423	9.6%
1	359	8.1%
2	302	6.9%
3	233	5.3%
4	227	5.2%
6	201	4.6%
8	186	4.2%
Other values (30)	1144	26.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4406	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	448	10.2%
I	443	10.1%
-	440	10.0%
O	423	9.6%
1	359	8.1%
2	302	6.9%
3	233	5.3%
4	227	5.2%
6	201	4.6%
8	186	4.2%
Other values (30)	1144	26.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4406	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	448	10.2%
I	443	10.1%
-	440	10.0%
O	423	9.6%
1	359	8.1%
2	302	6.9%
3	233	5.3%
4	227	5.2%
6	201	4.6%
8	186	4.2%
Other values (30)	1144	26.0%

discoverymethod
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.4%
Missing	500
Missing (%)	47.5%
Memory size	16.5 KiB

Transit	550
Transit Timing Variations	3

Length

Max length	25
Median length	7
Mean length	7.0976492
Min length	7

Characters and Unicode

Total characters	3925
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Transit
2nd row	Transit
3rd row	Transit
4th row	Transit
5th row	Transit

Common Values

Value	Count	Frequency (%)
Transit	550	52.2%
Transit Timing Variations	3	0.3%
(Missing)	500	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
transit	553	98.9%
timing	3	0.5%
variations	3	0.5%

Most occurring characters

Value	Count	Frequency (%)
i	565	14.4%
a	559	14.2%
n	559	14.2%
T	556	14.2%
r	556	14.2%
s	556	14.2%
t	556	14.2%
	6	0.2%
m	3	0.1%
g	3	0.1%
Other values (2)	6	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3925	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	565	14.4%
a	559	14.2%
n	559	14.2%
T	556	14.2%
r	556	14.2%
s	556	14.2%
t	556	14.2%
	6	0.2%
m	3	0.1%
g	3	0.1%
Other values (2)	6	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3925	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	565	14.4%
a	559	14.2%
n	559	14.2%
T	556	14.2%
r	556	14.2%
s	556	14.2%
t	556	14.2%
	6	0.2%
m	3	0.1%
g	3	0.1%
Other values (2)	6	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3925	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	565	14.4%
a	559	14.2%
n	559	14.2%
T	556	14.2%
r	556	14.2%
s	556	14.2%
t	556	14.2%
	6	0.2%
m	3	0.1%
g	3	0.1%
Other values (2)	6	0.2%

disc_year
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	1.3%
Missing	500
Missing (%)	47.5%
Infinite	0
Infinite (%)	0.0%
Mean	2022.1537

Minimum	2018
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	2018
5-th percentile	2019
Q1	2021
median	2022
Q3	2023
95-th percentile	2024
Maximum	2024
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5591797
Coefficient of variation (CV)	0.00077104908
Kurtosis	-0.71656812
Mean	2022.1537
Median Absolute Deviation (MAD)	1
Skewness	-0.55632688
Sum	1118251
Variance	2.4310415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2023	142	13.5%
2024	130	12.3%
2022	109	10.4%
2020	68	6.5%
2021	67	6.4%
2019	34	3.2%
2018	3	0.3%
(Missing)	500	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2018	3	0.3%
2019	34	3.2%
2020	68	6.5%
2021	67	6.4%
2022	109	10.4%
2023	142	13.5%
2024	130	12.3%

Value	Count	Frequency (%)
2024	130	12.3%
2023	142	13.5%
2022	109	10.4%
2021	67	6.4%
2020	68	6.5%
2019	34	3.2%
2018	3	0.3%

pl_orbper
Real number (ℝ)

MISSING

Distinct	553
Distinct (%)	100.0%
Missing	500
Missing (%)	47.5%
Infinite	0
Infinite (%)	0.0%
Mean	14.868614

Minimum	0.23818244
Maximum	482.8191
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.23818244
5-th percentile	0.90892404
Q1	3.246075
median	5.858858
Q3	13.79019
95-th percentile	54.916766
Maximum	482.8191
Range	482.58092
Interquartile range (IQR)	10.544115

Descriptive statistics

Standard deviation	33.680011
Coefficient of variation (CV)	2.2651748
Kurtosis	83.083356
Mean	14.868614
Median Absolute Deviation (MAD)	3.755669
Skewness	7.7491109
Sum	8222.3436
Variance	1134.3431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.9014971	1	0.1%
1.96229325	1	0.1%
4.039709	1	0.1%
3.5514058	1	0.1%
4.5117244	1	0.1%
39.361826	1	0.1%
2.3505614	1	0.1%
1.266938	1	0.1%
4.6657965	1	0.1%
1.926907	1	0.1%
Other values (543)	543	51.6%
(Missing)	500	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.23818244	1	0.1%
0.3219225	1	0.1%
0.3524728	1	0.1%
0.3711281	1	0.1%
0.3994445	1	0.1%
0.4090677	1	0.1%
0.4378146	1	0.1%
0.4465688	1	0.1%
0.46292913	1	0.1%
0.4702743	1	0.1%

Value	Count	Frequency (%)
482.8191	1	0.1%
271.9445	1	0.1%
260.79	1	0.1%
225.11781	1	0.1%
200.452	1	0.1%
165.7719	1	0.1%
141.834025	1	0.1%
124.72997	1	0.1%
104.854	1	0.1%
98.29838	1	0.1%

pl_rade
Real number (ℝ)

MISSING

Distinct	477
Distinct (%)	88.0%
Missing	511
Missing (%)	48.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.910762

Minimum	0.566
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.566
5-th percentile	1.1705
Q1	2.124
median	3.0865
Q3	10.4155
95-th percentile	15.6435
Maximum	25
Range	24.434
Interquartile range (IQR)	8.2915

Descriptive statistics

Standard deviation	5.1215644
Coefficient of variation (CV)	0.86648124
Kurtosis	0.073089478
Mean	5.910762
Median Absolute Deviation (MAD)	1.6675
Skewness	1.0476498
Sum	3203.633
Variance	26.230422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.209	4	0.4%
3.2	4	0.4%
11.882	3	0.3%
2.6	3	0.3%
11.097	3	0.3%
2.39	3	0.3%
3.41	3	0.3%
16.141	3	0.3%
11.321	3	0.3%
13.675	2	0.2%
Other values (467)	511	48.5%
(Missing)	511	48.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.566	1	0.1%
0.685	1	0.1%
0.699	1	0.1%
0.75	1	0.1%
0.818	1	0.1%
0.85	1	0.1%
0.892	1	0.1%
0.903	1	0.1%
0.909	1	0.1%
0.914	1	0.1%

Value	Count	Frequency (%)
25	1	0.1%
23.539	1	0.1%
22.754	1	0.1%
21.59	1	0.1%
19.851	1	0.1%
19.84	1	0.1%
19.728	1	0.1%
18.977	1	0.1%
18.495	2	0.2%
18.114	1	0.1%

pl_bmasse
Real number (ℝ)

MISSING

Distinct	388
Distinct (%)	89.2%
Missing	618
Missing (%)	58.7%
Infinite	0
Infinite (%)	0.0%
Mean	269.88695

Minimum	0.4
Maximum	7024.0078
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.4
5-th percentile	2.297
Q1	7.8715
median	24.1
Q3	217.71246
95-th percentile	1157.8489
Maximum	7024.0078
Range	7023.6078
Interquartile range (IQR)	209.84096

Descriptive statistics

Standard deviation	694.19915
Coefficient of variation (CV)	2.5721849
Kurtosis	38.466165
Mean	269.88695
Median Absolute Deviation (MAD)	21.09
Skewness	5.4951031
Sum	117400.82
Variance	481912.47
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	4	0.4%
13.2	3	0.3%
731.00534	3	0.3%
260.61929	3	0.3%
9.6	3	0.3%
19.5	3	0.3%
9.7	3	0.3%
1.58	2	0.2%
15.2	2	0.2%
11	2	0.2%
Other values (378)	407	38.7%
(Missing)	618	58.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	1	0.1%
0.55	1	0.1%
0.633	1	0.1%
0.72	1	0.1%
0.77	1	0.1%
1.258	1	0.1%
1.32	1	0.1%
1.4	1	0.1%
1.42	1	0.1%
1.44	1	0.1%

Value	Count	Frequency (%)
7024.00779	1	0.1%
5879.82553	1	0.1%
4386.054	1	0.1%
4096.80817	1	0.1%
4049.13391	1	0.1%
3932	1	0.1%
2955.80419	1	0.1%
2946.26933	1	0.1%
2011.8639	1	0.1%
1951.46642	1	0.1%

pl_eqt
Real number (ℝ)

MISSING

Distinct	404
Distinct (%)	84.2%
Missing	573
Missing (%)	54.4%
Infinite	0
Infinite (%)	0.0%
Mean	944.37708

Minimum	163
Maximum	3646
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	163
5-th percentile	358.75
Q1	591.75
median	805.5
Q3	1252.25
95-th percentile	1804
Maximum	3646
Range	3483
Interquartile range (IQR)	660.5

Descriptive statistics

Standard deviation	476.33794
Coefficient of variation (CV)	0.5043938
Kurtosis	1.8522103
Mean	944.37708
Median Absolute Deviation (MAD)	277.5
Skewness	1.0953526
Sum	453301
Variance	226897.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
703	4	0.4%
435	3	0.3%
759	3	0.3%
722	3	0.3%
1264	3	0.3%
1198	3	0.3%
1062	3	0.3%
634	3	0.3%
650	3	0.3%
714	3	0.3%
Other values (394)	449	42.6%
(Missing)	573	54.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
163	1	0.1%
191	1	0.1%
217	1	0.1%
234	1	0.1%
256	1	0.1%
284	1	0.1%
297	1	0.1%
300	1	0.1%
306	1	0.1%
308	1	0.1%

Value	Count	Frequency (%)
3646	1	0.1%
2609	1	0.1%
2370	1	0.1%
2310	1	0.1%
2290	1	0.1%
2155	1	0.1%
2141	1	0.1%
2132	1	0.1%
2130	1	0.1%
2128	1	0.1%

st_teff
Real number (ℝ)

MISSING

Distinct	406
Distinct (%)	74.8%
Missing	510
Missing (%)	48.4%
Infinite	0
Infinite (%)	0.0%
Mean	5006.3152

Minimum	2850
Maximum	8500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	2850
5-th percentile	3302.2
Q1	3965
median	5281
Q3	5801.5
95-th percentile	6309
Maximum	8500
Range	5650
Interquartile range (IQR)	1836.5

Descriptive statistics

Standard deviation	1054.5263
Coefficient of variation (CV)	0.21063921
Kurtosis	-0.87006618
Mean	5006.3152
Median Absolute Deviation (MAD)	697
Skewness	-0.29063961
Sum	2718429.2
Variance	1112025.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5770	6	0.6%
4684	5	0.5%
4316	5	0.5%
3459	4	0.4%
5372	4	0.4%
5660	4	0.4%
6000	4	0.4%
5213	3	0.3%
3985	3	0.3%
5550	3	0.3%
Other values (396)	502	47.7%
(Missing)	510	48.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2850	1	0.1%
2960	2	0.2%
3036	1	0.1%
3072	1	0.1%
3075	2	0.2%
3100	1	0.1%
3131	1	0.1%
3180	1	0.1%
3185	2	0.2%
3194	1	0.1%

Value	Count	Frequency (%)
8500	1	0.1%
7700	1	0.1%
7690	1	0.1%
7360	1	0.1%
6935	1	0.1%
6860	1	0.1%
6850	1	0.1%
6801	1	0.1%
6643	1	0.1%
6630	1	0.1%

st_mass
Real number (ℝ)

MISSING

Distinct	138
Distinct (%)	25.0%
Missing	500
Missing (%)	47.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.85801085

Minimum	0.12
Maximum	1.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.12
5-th percentile	0.27
Q1	0.61
median	0.88
Q3	1.1
95-th percentile	1.404
Maximum	1.9
Range	1.78
Interquartile range (IQR)	0.49

Descriptive statistics

Standard deviation	0.34376014
Coefficient of variation (CV)	0.40064778
Kurtosis	-0.27730966
Mean	0.85801085
Median Absolute Deviation (MAD)	0.24
Skewness	0.0311108
Sum	474.48
Variance	0.11817104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.94	12	1.1%
0.95	11	1.0%
0.34	11	1.0%
0.73	10	0.9%
1.08	10	0.9%
1.15	9	0.9%
0.99	9	0.9%
0.86	9	0.9%
0.85	8	0.8%
1.03	8	0.8%
Other values (128)	456	43.3%
(Missing)	500	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.12	1	0.1%
0.14	2	0.2%
0.15	1	0.1%
0.16	2	0.2%
0.17	2	0.2%
0.18	2	0.2%
0.21	2	0.2%
0.22	1	0.1%
0.23	5	0.5%
0.24	2	0.2%

Value	Count	Frequency (%)
1.9	1	0.1%
1.89	1	0.1%
1.86	2	0.2%
1.76	1	0.1%
1.72	2	0.2%
1.57	1	0.1%
1.55	1	0.1%
1.54	2	0.2%
1.53	1	0.1%
1.52	1	0.1%

st_rad
Real number (ℝ)

MISSING

Distinct	177
Distinct (%)	32.2%
Missing	503
Missing (%)	47.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.95630909

Minimum	0.01
Maximum	4.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.3
Q1	0.6025
median	0.86
Q3	1.19
95-th percentile	1.9065
Maximum	4.1
Range	4.09
Interquartile range (IQR)	0.5875

Descriptive statistics

Standard deviation	0.54228587
Coefficient of variation (CV)	0.56706129
Kurtosis	4.7962773
Mean	0.95630909
Median Absolute Deviation (MAD)	0.28
Skewness	1.6549551
Sum	525.97
Variance	0.29407397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.96	10	0.9%
0.79	10	0.9%
0.97	9	0.9%
0.65	9	0.9%
0.71	9	0.9%
0.86	9	0.9%
0.67	9	0.9%
0.85	8	0.8%
0.83	8	0.8%
0.84	8	0.8%
Other values (167)	461	43.8%
(Missing)	503	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	0.1%
0.16	1	0.1%
0.18	2	0.2%
0.19	2	0.2%
0.2	1	0.1%
0.21	2	0.2%
0.23	3	0.3%
0.24	5	0.5%
0.25	1	0.1%
0.26	2	0.2%

Value	Count	Frequency (%)
4.1	1	0.1%
3.55	1	0.1%
3.52	1	0.1%
3.22	1	0.1%
3.13	1	0.1%
2.94	1	0.1%
2.9	1	0.1%
2.75	1	0.1%
2.74	1	0.1%
2.59	1	0.1%

sy_dist
Real number (ℝ)

MISSING

Distinct	448
Distinct (%)	81.3%
Missing	502
Missing (%)	47.7%
Infinite	0
Infinite (%)	0.0%
Mean	141.59975

Minimum	6.86929
Maximum	942.122
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	6.86929
5-th percentile	20.0317
Q1	45.7735
median	86.3501
Q3	179.023
95-th percentile	416.25
Maximum	942.122
Range	935.25271
Interquartile range (IQR)	133.2495

Descriptive statistics

Standard deviation	139.29178
Coefficient of variation (CV)	0.98370078
Kurtosis	4.1679919
Mean	141.59975
Median Absolute Deviation (MAD)	53.2609
Skewness	1.879969
Sum	78021.462
Variance	19402.201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
84.5362	6	0.6%
62.699	5	0.5%
39.0341	5	0.5%
31.1265	4	0.4%
169.422	4	0.4%
64.5978	4	0.4%
85.799	4	0.4%
177.504	3	0.3%
22.4793	3	0.3%
99.5561	3	0.3%
Other values (438)	510	48.4%
(Missing)	502	47.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.86929	2	0.2%
9.41263	1	0.1%
9.44181	1	0.1%
9.7221	2	0.2%
10.0055	2	0.2%
10.6194	3	0.3%
12.0445	1	0.1%
12.21	1	0.1%
12.4814	1	0.1%
14.0022	1	0.1%

Value	Count	Frequency (%)
942.122	1	0.1%
788.317	1	0.1%
717.128	1	0.1%
645.158	1	0.1%
629.161	1	0.1%
609.388	1	0.1%
604.591	1	0.1%
603.119	1	0.1%
589.423	1	0.1%
566.189	1	0.1%

sy_vmag
Real number (ℝ)

MISSING

Distinct	427
Distinct (%)	77.4%
Missing	501
Missing (%)	47.6%
Infinite	0
Infinite (%)	0.0%
Mean	11.365204

Minimum	5.65
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	5.65
5-th percentile	8.270001
Q1	9.84225
median	11.215
Q3	12.52725
95-th percentile	15.6615
Maximum	18
Range	12.35
Interquartile range (IQR)	2.685

Descriptive statistics

Standard deviation	2.1130754
Coefficient of variation (CV)	0.18592498
Kurtosis	0.33590771
Mean	11.365204
Median Absolute Deviation (MAD)	1.349
Skewness	0.49903116
Sum	6273.5929
Variance	4.4650877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.534	6	0.6%
11.955	5	0.5%
9.73	5	0.5%
11.632	4	0.4%
13.151	4	0.4%
12.6	4	0.4%
9.25	4	0.4%
10.252	4	0.4%
9.42	3	0.3%
10.939	3	0.3%
Other values (417)	510	48.4%
(Missing)	501	47.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.65	1	0.1%
6.38	3	0.3%
6.91134	2	0.2%
6.92035	3	0.3%
7.22142	1	0.1%
7.28	1	0.1%
7.51	1	0.1%
7.57	1	0.1%
7.79	1	0.1%
7.87	1	0.1%

Value	Count	Frequency (%)
18	1	0.1%
17.35	1	0.1%
17.244	1	0.1%
17.12	1	0.1%
16.999	1	0.1%
16.91	2	0.2%
16.854	1	0.1%
16.82	1	0.1%
16.74	1	0.1%
16.683	1	0.1%

rastr
Text

MISSING

Distinct	450
Distinct (%)	81.4%
Missing	500
Missing (%)	47.5%
Memory size	16.5 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	6636
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	381 ?
Unique (%)	68.9%

Sample

1st row	20h45m09.87s
2nd row	20h45m09.87s
3rd row	10h14m40.72s
4th row	23h39m39.71s
5th row	20h27m42.88s

Value	Count	Frequency (%)
12h48m44.38s	6	1.1%
00h29m12.48s	5	0.9%
03h41m50.17s	5	0.9%
09h52m44.44s	4	0.7%
12h26m17.78s	4	0.7%
06h28m22.97s	4	0.7%
16h44m27.81s	4	0.7%
02h51m56.39s	3	0.5%
10h40m15.80s	3	0.5%
04h11m51.93s	3	0.5%
Other values (440)	512	92.6%

Most occurring characters

Value	Count	Frequency (%)
0	746	11.2%
1	690	10.4%
h	553	8.3%
m	553	8.3%
.	553	8.3%
s	553	8.3%
2	532	8.0%
4	473	7.1%
3	445	6.7%
5	407	6.1%
Other values (4)	1131	17.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6636	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	746	11.2%
1	690	10.4%
h	553	8.3%
m	553	8.3%
.	553	8.3%
s	553	8.3%
2	532	8.0%
4	473	7.1%
3	445	6.7%
5	407	6.1%
Other values (4)	1131	17.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6636	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	746	11.2%
1	690	10.4%
h	553	8.3%
m	553	8.3%
.	553	8.3%
s	553	8.3%
2	532	8.0%
4	473	7.1%
3	445	6.7%
5	407	6.1%
Other values (4)	1131	17.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6636	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	746	11.2%
1	690	10.4%
h	553	8.3%
m	553	8.3%
.	553	8.3%
s	553	8.3%
2	532	8.0%
4	473	7.1%
3	445	6.7%
5	407	6.1%
Other values (4)	1131	17.0%

decstr
Text

MISSING

Distinct	450
Distinct (%)	81.4%
Missing	500
Missing (%)	47.5%
Memory size	16.5 KiB

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	7189
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	381 ?
Unique (%)	68.9%

Sample

1st row	-31d20m32.82s
2nd row	-31d20m32.82s
3rd row	-15d38m34.21s
4th row	-69d11m45.75s
5th row	-56d27m44.23s

Value	Count	Frequency (%)
64d51m18.99s	6	1.1%
30d27m14.82s	5	0.9%
62d46m02.16s	5	0.9%
06d12m57.97s	4	0.7%
51d21m46.99s	4	0.7%
65d34m43.01s	4	0.7%
70d25m47.97s	4	0.7%
30d48m50.62s	3	0.5%
08d30m39.90s	3	0.5%
37d56m23.03s	3	0.5%
Other values (440)	512	92.6%

Most occurring characters

Value	Count	Frequency (%)
1	574	8.0%
d	553	7.7%
m	553	7.7%
.	553	7.7%
s	553	7.7%
3	549	7.6%
2	532	7.4%
4	522	7.3%
5	478	6.6%
0	463	6.4%
Other values (6)	1859	25.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7189	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	574	8.0%
d	553	7.7%
m	553	7.7%
.	553	7.7%
s	553	7.7%
3	549	7.6%
2	532	7.4%
4	522	7.3%
5	478	6.6%
0	463	6.4%
Other values (6)	1859	25.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7189	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	574	8.0%
d	553	7.7%
m	553	7.7%
.	553	7.7%
s	553	7.7%
3	549	7.6%
2	532	7.4%
4	522	7.3%
5	478	6.6%
0	463	6.4%
Other values (6)	1859	25.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7189	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	574	8.0%
d	553	7.7%
m	553	7.7%
.	553	7.7%
s	553	7.7%
3	549	7.6%
2	532	7.4%
4	522	7.3%
5	478	6.6%
0	463	6.4%
Other values (6)	1859	25.9%

Category
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.5 KiB

Exoplanet	553
Star	500

Length

Max length	9
Median length	9
Mean length	6.625831
Min length	4

Characters and Unicode

Total characters	6977
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Exoplanet
2nd row	Exoplanet
3rd row	Exoplanet
4th row	Exoplanet
5th row	Exoplanet

Common Values

Value	Count	Frequency (%)
Exoplanet	553	52.5%
Star	500	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
exoplanet	553	52.5%
star	500	47.5%

Most occurring characters

Value	Count	Frequency (%)
a	1053	15.1%
t	1053	15.1%
E	553	7.9%
x	553	7.9%
o	553	7.9%
p	553	7.9%
l	553	7.9%
n	553	7.9%
e	553	7.9%
S	500	7.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6977	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1053	15.1%
t	1053	15.1%
E	553	7.9%
x	553	7.9%
o	553	7.9%
p	553	7.9%
l	553	7.9%
n	553	7.9%
e	553	7.9%
S	500	7.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6977	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1053	15.1%
t	1053	15.1%
E	553	7.9%
x	553	7.9%
o	553	7.9%
p	553	7.9%
l	553	7.9%
n	553	7.9%
e	553	7.9%
S	500	7.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6977	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1053	15.1%
t	1053	15.1%
E	553	7.9%
x	553	7.9%
o	553	7.9%
p	553	7.9%
l	553	7.9%
n	553	7.9%
e	553	7.9%
S	500	7.2%

solution_id
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	0.2%
Missing	553
Missing (%)	52.5%
Memory size	16.5 KiB

1.6361480689213768e+18	500

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	11000
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.6361480689213768e+18
2nd row	1.6361480689213768e+18
3rd row	1.6361480689213768e+18
4th row	1.6361480689213768e+18
5th row	1.6361480689213768e+18

Common Values

Value	Count	Frequency (%)
1.6361480689213768e+18	500	47.5%
(Missing)	553	52.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.6361480689213768e+18	500	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	2000	18.2%
6	2000	18.2%
8	2000	18.2%
3	1000	9.1%
.	500	4.5%
4	500	4.5%
0	500	4.5%
9	500	4.5%
2	500	4.5%
7	500	4.5%
Other values (2)	1000	9.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2000	18.2%
6	2000	18.2%
8	2000	18.2%
3	1000	9.1%
.	500	4.5%
4	500	4.5%
0	500	4.5%
9	500	4.5%
2	500	4.5%
7	500	4.5%
Other values (2)	1000	9.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2000	18.2%
6	2000	18.2%
8	2000	18.2%
3	1000	9.1%
.	500	4.5%
4	500	4.5%
0	500	4.5%
9	500	4.5%
2	500	4.5%
7	500	4.5%
Other values (2)	1000	9.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2000	18.2%
6	2000	18.2%
8	2000	18.2%
3	1000	9.1%
.	500	4.5%
4	500	4.5%
0	500	4.5%
9	500	4.5%
2	500	4.5%
7	500	4.5%
Other values (2)	1000	9.1%

designation
Text

MISSING

Distinct	500
Distinct (%)	100.0%
Missing	553
Missing (%)	52.5%
Memory size	16.5 KiB

Length

Max length	28
Median length	28
Mean length	28
Min length	28

Characters and Unicode

Total characters	14000
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	500 ?
Unique (%)	100.0%

Sample

1st row	Gaia DR3 2377258217878762752
2nd row	Gaia DR3 2377205986781022976
3rd row	Gaia DR3 2363177180483481728
4th row	Gaia DR3 2362820388960168576
5th row	Gaia DR3 2362936627955066368

Value	Count	Frequency (%)
gaia	500	33.3%
dr3	500	33.3%
2425805843837601536	1	0.1%
2425809318466826240	1	0.1%
2377205986781022976	1	0.1%
2363177180483481728	1	0.1%
2362820388960168576	1	0.1%
2362936627955066368	1	0.1%
2374392306460644992	1	0.1%
2370502234322225536	1	0.1%
Other values (492)	492	32.8%

Most occurring characters

Value	Count	Frequency (%)
3	1733	12.4%
2	1419	10.1%
7	1144	8.2%
a	1000	7.1%
	1000	7.1%
0	943	6.7%
6	896	6.4%
4	894	6.4%
8	868	6.2%
1	723	5.2%
Other values (6)	3380	24.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	1733	12.4%
2	1419	10.1%
7	1144	8.2%
a	1000	7.1%
	1000	7.1%
0	943	6.7%
6	896	6.4%
4	894	6.4%
8	868	6.2%
1	723	5.2%
Other values (6)	3380	24.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	1733	12.4%
2	1419	10.1%
7	1144	8.2%
a	1000	7.1%
	1000	7.1%
0	943	6.7%
6	896	6.4%
4	894	6.4%
8	868	6.2%
1	723	5.2%
Other values (6)	3380	24.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	1733	12.4%
2	1419	10.1%
7	1144	8.2%
a	1000	7.1%
	1000	7.1%
0	943	6.7%
6	896	6.4%
4	894	6.4%
8	868	6.2%
1	723	5.2%
Other values (6)	3380	24.1%

source_id
Real number (ℝ)

MISSING

Distinct	491
Distinct (%)	98.2%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.3748372 × 10¹⁸

Minimum	2.3627625 × 10¹⁸
Maximum	2.4258129 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	2.3627625 × 10¹⁸
5-th percentile	2.3629318 × 10¹⁸
Q1	2.3700367 × 10¹⁸
median	2.3739758 × 10¹⁸
Q3	2.3768896 × 10¹⁸
95-th percentile	2.4257619 × 10¹⁸
Maximum	2.4258129 × 10¹⁸
Range	6.3050395 × 10¹⁶
Interquartile range (IQR)	6.8528855 × 10¹⁵

Descriptive statistics

Standard deviation	1.3500742 × 10¹⁶
Coefficient of variation (CV)	0.0056849124
Kurtosis	9.0210504
Mean	2.3748372 × 10¹⁸
Median Absolute Deviation (MAD)	3.4162556 × 10¹⁵
Skewness	3.013938
Sum	1.1874186 × 10²¹
Variance	1.8227002 × 10³²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.370254668 × 10¹⁸	2	0.2%
2.369264111 × 10¹⁸	2	0.2%
2.370140323 × 10¹⁸	2	0.2%
2.3692714 × 10¹⁸	2	0.2%
2.369264768 × 10¹⁸	2	0.2%
2.374082622 × 10¹⁸	2	0.2%
2.377319138 × 10¹⁸	2	0.2%
2.369264558 × 10¹⁸	2	0.2%
2.370502131 × 10¹⁸	2	0.2%
2.362936323 × 10¹⁸	1	0.1%
Other values (481)	481	45.7%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.362762458 × 10¹⁸	1	0.1%
2.362809428 × 10¹⁸	1	0.1%
2.362809428 × 10¹⁸	1	0.1%
2.362815682 × 10¹⁸	1	0.1%
2.362816545 × 10¹⁸	1	0.1%
2.362817022 × 10¹⁸	1	0.1%
2.362817022 × 10¹⁸	1	0.1%
2.362817267 × 10¹⁸	1	0.1%
2.362820389 × 10¹⁸	1	0.1%
2.362820423 × 10¹⁸	1	0.1%

Value	Count	Frequency (%)
2.425812853 × 10¹⁸	1	0.1%
2.42581275 × 10¹⁸	1	0.1%
2.425811208 × 10¹⁸	1	0.1%
2.425811204 × 10¹⁸	1	0.1%
2.425811101 × 10¹⁸	1	0.1%
2.425811032 × 10¹⁸	1	0.1%
2.425810826 × 10¹⁸	1	0.1%
2.425810727 × 10¹⁸	1	0.1%
2.425810723 × 10¹⁸	1	0.1%
2.425809318 × 10¹⁸	1	0.1%

ra
Real number (ℝ)

MISSING

Distinct	500
Distinct (%)	100.0%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	10.008589

Minimum	10.000004
Maximum	10.017284
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	10.000004
5-th percentile	10.001038
Q1	10.004477
median	10.0087
Q3	10.012674
95-th percentile	10.016302
Maximum	10.017284
Range	0.017280358
Interquartile range (IQR)	0.008196914

Descriptive statistics

Standard deviation	0.0048301051
Coefficient of variation (CV)	0.00048259603
Kurtosis	-1.124499
Mean	10.008589
Median Absolute Deviation (MAD)	0.004057812
Skewness	0.060023733
Sum	5004.2943
Variance	2.3329916 × 10^-5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.01102607	1	0.1%
10.01138658	1	0.1%
10.01135822	1	0.1%
10.01132641	1	0.1%
10.01129026	1	0.1%
10.01128509	1	0.1%
10.01115653	1	0.1%
10.01115068	1	0.1%
10.01115058	1	0.1%
10.01112832	1	0.1%
Other values (490)	490	46.5%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.00000383	1	0.1%
10.00007019	1	0.1%
10.00008134	1	0.1%
10.00009492	1	0.1%
10.00014708	1	0.1%
10.00019806	1	0.1%
10.00021198	1	0.1%
10.00030734	1	0.1%
10.0003375	1	0.1%
10.00042254	1	0.1%

Value	Count	Frequency (%)
10.01728418	1	0.1%
10.01727106	1	0.1%
10.01722909	1	0.1%
10.01721874	1	0.1%
10.01720406	1	0.1%
10.01711663	1	0.1%
10.01710162	1	0.1%
10.0169949	1	0.1%
10.01697069	1	0.1%
10.01695612	1	0.1%

dec
Real number (ℝ)

MISSING

Distinct	500
Distinct (%)	100.0%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	-15.159574

Minimum	-19.96795
Maximum	-10.065729
Zeros	0
Zeros (%)	0.0%
Negative	500
Negative (%)	47.5%
Memory size	16.5 KiB

Quantile statistics

Minimum	-19.96795
5-th percentile	-19.494596
Q1	-17.770341
median	-15.357595
Q3	-12.432028
95-th percentile	-10.553995
Maximum	-10.065729
Range	9.9022212
Interquartile range (IQR)	5.3383128

Descriptive statistics

Standard deviation	2.9333528
Coefficient of variation (CV)	-0.19349837
Kurtosis	-1.2488392
Mean	-15.159574
Median Absolute Deviation (MAD)	2.6490308
Skewness	0.10031813
Sum	-7579.7869
Variance	8.6045587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-11.93855993	1	0.1%
-19.11515576	1	0.1%
-11.05633604	1	0.1%
-16.42541502	1	0.1%
-14.869284	1	0.1%
-10.2422277	1	0.1%
-14.62076237	1	0.1%
-12.61954328	1	0.1%
-11.47944286	1	0.1%
-12.24449418	1	0.1%
Other values (490)	490	46.5%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-19.96795004	1	0.1%
-19.95327663	1	0.1%
-19.94363553	1	0.1%
-19.89115929	1	0.1%
-19.88025467	1	0.1%
-19.84912216	1	0.1%
-19.84791346	1	0.1%
-19.83189942	1	0.1%
-19.80328551	1	0.1%
-19.78982661	1	0.1%

Value	Count	Frequency (%)
-10.06572886	1	0.1%
-10.07412051	1	0.1%
-10.14457012	1	0.1%
-10.15205612	1	0.1%
-10.1564648	1	0.1%
-10.16044149	1	0.1%
-10.17474828	1	0.1%
-10.18768222	1	0.1%
-10.19074977	1	0.1%
-10.19114856	1	0.1%

parallax
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	100.0%
Missing	670
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.98021938

Minimum	-5.1297796
Maximum	6.168216
Zeros	0
Zeros (%)	0.0%
Negative	63
Negative (%)	6.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	-5.1297796
5-th percentile	-0.8874602
Q1	0.21489755
median	0.80185831
Q3	1.6828284
95-th percentile	3.2277389
Maximum	6.168216
Range	11.297996
Interquartile range (IQR)	1.4679308

Descriptive statistics

Standard deviation	1.2786366
Coefficient of variation (CV)	1.3044392
Kurtosis	2.6113139
Mean	0.98021938
Median Absolute Deviation (MAD)	0.6744478
Skewness	0.38507882
Sum	375.42402
Variance	1.6349116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6802775601	1	0.1%
1.716861816	1	0.1%
0.1494712578	1	0.1%
0.9314847523	1	0.1%
0.0976705588	1	0.1%
1.539586491	1	0.1%
-5.129779611	1	0.1%
-0.4627157581	1	0.1%
0.752978048	1	0.1%
3.228737579	1	0.1%
Other values (373)	373	35.4%
(Missing)	670	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.129779611	1	0.1%
-3.512980529	1	0.1%
-1.877762814	1	0.1%
-1.796001789	1	0.1%
-1.786501661	1	0.1%
-1.494631679	1	0.1%
-1.386190735	1	0.1%
-1.322012109	1	0.1%
-1.23157348	1	0.1%
-1.154495827	1	0.1%

Value	Count	Frequency (%)
6.168216006	1	0.1%
6.058846901	1	0.1%
4.748306984	1	0.1%
4.584319433	1	0.1%
4.469506678	1	0.1%
4.461928095	1	0.1%
4.438867426	1	0.1%
3.992687781	1	0.1%
3.963330311	1	0.1%
3.868190244	1	0.1%

pmra
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	100.0%
Missing	670
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	7.1437917

Minimum	-21.556892
Maximum	110.967
Zeros	0
Zeros (%)	0.0%
Negative	113
Negative (%)	10.7%
Memory size	16.5 KiB

Quantile statistics

Minimum	-21.556892
5-th percentile	-6.1236122
Q1	-0.96125647
median	3.9832902
Q3	10.138556
95-th percentile	34.854765
Maximum	110.967
Range	132.52389
Interquartile range (IQR)	11.099812

Descriptive statistics

Standard deviation	13.821049
Coefficient of variation (CV)	1.9346937
Kurtosis	11.644126
Mean	7.1437917
Median Absolute Deviation (MAD)	5.1824387
Skewness	2.5498258
Sum	2736.0722
Variance	191.02139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-10.97559218	1	0.1%
21.07392814	1	0.1%
-1.062408993	1	0.1%
21.81895617	1	0.1%
-0.6032577836	1	0.1%
-17.33044758	1	0.1%
-1.328382234	1	0.1%
-0.7387806046	1	0.1%
8.906603659	1	0.1%
39.34546113	1	0.1%
Other values (373)	373	35.4%
(Missing)	670	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-21.55689163	1	0.1%
-20.85790157	1	0.1%
-18.62839537	1	0.1%
-17.33044758	1	0.1%
-15.19760632	1	0.1%
-15.11916393	1	0.1%
-13.40090354	1	0.1%
-12.71264212	1	0.1%
-11.81685671	1	0.1%
-11.7764866	1	0.1%

Value	Count	Frequency (%)
110.9670012	1	0.1%
75.37527456	1	0.1%
62.5114234	1	0.1%
62.37634315	1	0.1%
62.29601776	1	0.1%
61.96507145	1	0.1%
52.92672746	1	0.1%
45.8436439	1	0.1%
41.77975695	1	0.1%
41.58089464	1	0.1%

pmdec
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	100.0%
Missing	670
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	-7.6706704

Minimum	-69.845549
Maximum	46.00652
Zeros	0
Zeros (%)	0.0%
Negative	328
Negative (%)	31.1%
Memory size	16.5 KiB

Quantile statistics

Minimum	-69.845549
5-th percentile	-24.407706
Q1	-11.938014
median	-5.6028605
Q3	-2.2414538
95-th percentile	6.3768847
Maximum	46.00652
Range	115.85207
Interquartile range (IQR)	9.6965606

Descriptive statistics

Standard deviation	11.169579
Coefficient of variation (CV)	-1.4561412
Kurtosis	8.3286816
Mean	-7.6706704
Median Absolute Deviation (MAD)	4.101917
Skewness	-1.4886779
Sum	-2937.8668
Variance	124.7595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-15.00545154	1	0.1%
-21.71660223	1	0.1%
-3.034443093	1	0.1%
-20.09964119	1	0.1%
-0.3941054436	1	0.1%
-9.701441284	1	0.1%
8.3978292	1	0.1%
-2.116815012	1	0.1%
-8.770033908	1	0.1%
-12.59037612	1	0.1%
Other values (373)	373	35.4%
(Missing)	670	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-69.84554912	1	0.1%
-64.18499715	1	0.1%
-63.26798686	1	0.1%
-57.77204604	1	0.1%
-52.30198363	1	0.1%
-42.6230633	1	0.1%
-40.42348807	1	0.1%
-39.08649676	1	0.1%
-38.22216162	1	0.1%
-35.66448517	1	0.1%

Value	Count	Frequency (%)
46.00652047	1	0.1%
31.34913972	1	0.1%
14.43446853	1	0.1%
14.00421538	1	0.1%
13.07746657	1	0.1%
12.78190196	1	0.1%
12.76324875	1	0.1%
9.849684062	1	0.1%
9.411752912	1	0.1%
9.034869907	1	0.1%

ra_error
Real number (ℝ)

MISSING

Distinct	500
Distinct (%)	100.0%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.0384305

Minimum	0.01237465
Maximum	97.36594
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.01237465
5-th percentile	0.030893166
Q1	0.14391883
median	0.4058122
Q3	1.2647756
95-th percentile	17.05179
Maximum	97.36594
Range	97.353565
Interquartile range (IQR)	1.1208568

Descriptive statistics

Standard deviation	9.2680736
Coefficient of variation (CV)	3.0502832
Kurtosis	46.732601
Mean	3.0384305
Median Absolute Deviation (MAD)	0.32798012
Skewness	6.1640147
Sum	1519.2153
Variance	85.897189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2645376	1	0.1%
2.1616473	1	0.1%
2.990079	1	0.1%
0.45161456	1	0.1%
0.05774982	1	0.1%
0.11805256	1	0.1%
0.08816594	1	0.1%
0.15540488	1	0.1%
0.112776734	1	0.1%
0.2713992	1	0.1%
Other values (490)	490	46.5%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01237465	1	0.1%
0.013602029	1	0.1%
0.013619392	1	0.1%
0.013904442	1	0.1%
0.01452818	1	0.1%
0.01595034	1	0.1%
0.017281428	1	0.1%
0.017700098	1	0.1%
0.018150756	1	0.1%
0.018266877	1	0.1%

Value	Count	Frequency (%)
97.36594	1	0.1%
80.96173	1	0.1%
80.72266	1	0.1%
60.923595	1	0.1%
53.579865	1	0.1%
48.93557	1	0.1%
37.44346	1	0.1%
35.07599	1	0.1%
33.295315	1	0.1%
33.237167	1	0.1%

dec_error
Real number (ℝ)

MISSING

Distinct	500
Distinct (%)	100.0%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.2540169

Minimum	0.007476295
Maximum	24.479734
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.007476295
5-th percentile	0.020194263
Q1	0.10458632
median	0.29313619
Q3	0.86069749
95-th percentile	6.2132386
Maximum	24.479734
Range	24.472258
Interquartile range (IQR)	0.75611116

Descriptive statistics

Standard deviation	2.8738608
Coefficient of variation (CV)	2.2917241
Kurtosis	28.562992
Mean	1.2540169
Median Absolute Deviation (MAD)	0.23408499
Skewness	4.8131533
Sum	627.00846
Variance	8.2590757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.4251131	1	0.1%
0.8224698	1	0.1%
2.3218346	1	0.1%
0.23934701	1	0.1%
0.035653558	1	0.1%
0.111926824	1	0.1%
0.0682292	1	0.1%
0.16193359	1	0.1%
0.115726985	1	0.1%
0.34585226	1	0.1%
Other values (490)	490	46.5%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007476295	1	0.1%
0.008427757	1	0.1%
0.0086259125	1	0.1%
0.010733313	1	0.1%
0.010737533	1	0.1%
0.011536583	1	0.1%
0.012384502	1	0.1%
0.012994406	1	0.1%
0.013209734	1	0.1%
0.013311519	1	0.1%

Value	Count	Frequency (%)
24.479734	1	0.1%
23.488953	1	0.1%
21.42668	1	0.1%
20.621391	1	0.1%
18.365088	1	0.1%
16.536802	1	0.1%
13.970325	1	0.1%
11.256564	1	0.1%
10.621283	1	0.1%
9.369788	1	0.1%

parallax_error
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	100.0%
Missing	670
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.47798743

Minimum	0.015650304
Maximum	2.5170293
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.015650304
5-th percentile	0.0277172
Q1	0.12382301
median	0.32809225
Q3	0.66490903
95-th percentile	1.4623217
Maximum	2.5170293
Range	2.501379
Interquartile range (IQR)	0.54108602

Descriptive statistics

Standard deviation	0.46178652
Coefficient of variation (CV)	0.96610599
Kurtosis	2.6195552
Mean	0.47798743
Median Absolute Deviation (MAD)	0.24799465
Skewness	1.5636369
Sum	183.06919
Variance	0.21324679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.045210343	1	0.1%
0.20614477	1	0.1%
0.14098501	1	0.1%
0.370239	1	0.1%
1.5194763	1	0.1%
0.25871968	1	0.1%
2.5170293	1	0.1%
0.27676362	1	0.1%
0.29237744	1	0.1%
0.038528115	1	0.1%
Other values (373)	373	35.4%
(Missing)	670	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.015650304	1	0.1%
0.016556937	1	0.1%
0.016919719	1	0.1%
0.017083235	1	0.1%
0.017481245	1	0.1%
0.02071383	1	0.1%
0.021130832	1	0.1%
0.021688053	1	0.1%
0.021834258	1	0.1%
0.02249611	1	0.1%

Value	Count	Frequency (%)
2.5170293	1	0.1%
2.3445253	1	0.1%
2.1703312	1	0.1%
2.1612206	1	0.1%
1.9918094	1	0.1%
1.974052	1	0.1%
1.9033991	1	0.1%
1.8659543	1	0.1%
1.8082784	1	0.1%
1.7592546	1	0.1%

pmra_error
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	100.0%
Missing	670
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.52446971

Minimum	0.017203135
Maximum	2.6493545
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.017203135
5-th percentile	0.031633742
Q1	0.13891282
median	0.37570158
Q3	0.76717607
95-th percentile	1.5649696
Maximum	2.6493545
Range	2.6321514
Interquartile range (IQR)	0.62826325

Descriptive statistics

Standard deviation	0.49261224
Coefficient of variation (CV)	0.93925775
Kurtosis	2.1103746
Mean	0.52446971
Median Absolute Deviation (MAD)	0.27515104
Skewness	1.4403167
Sum	200.8719
Variance	0.24266682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.049540434	1	0.1%
0.2089704	1	0.1%
0.15571322	1	0.1%
0.42463833	1	0.1%
1.4157108	1	0.1%
0.28376946	1	0.1%
2.4501498	1	0.1%
0.28896448	1	0.1%
0.3455754	1	0.1%
0.044589166	1	0.1%
Other values (373)	373	35.4%
(Missing)	670	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.017203135	1	0.1%
0.017555596	1	0.1%
0.018324511	1	0.1%
0.021098502	1	0.1%
0.022302166	1	0.1%
0.023176417	1	0.1%
0.024789248	1	0.1%
0.025009355	1	0.1%
0.02517289	1	0.1%
0.026424346	1	0.1%

Value	Count	Frequency (%)
2.6493545	1	0.1%
2.455128	1	0.1%
2.4501498	1	0.1%
2.166037	1	0.1%
2.0686457	1	0.1%
1.9817643	1	0.1%
1.9589279	1	0.1%
1.9530714	1	0.1%
1.8667184	1	0.1%
1.773519	1	0.1%

pmdec_error
Real number (ℝ)

MISSING

Distinct	383
Distinct (%)	100.0%
Missing	670
Missing (%)	63.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.52946004

Minimum	0.018300164
Maximum	3.047856
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.018300164
5-th percentile	0.03090067
Q1	0.1398873
median	0.36823997
Q3	0.7822595
95-th percentile	1.4898475
Maximum	3.047856
Range	3.0295558
Interquartile range (IQR)	0.64237219

Descriptive statistics

Standard deviation	0.49043415
Coefficient of variation (CV)	0.92629116
Kurtosis	1.9695346
Mean	0.52946004
Median Absolute Deviation (MAD)	0.26460277
Skewness	1.3537907
Sum	202.7832
Variance	0.24052566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.050023094	1	0.1%
0.25698316	1	0.1%
0.17649469	1	0.1%
0.564885	1	0.1%
1.349273	1	0.1%
0.30946088	1	0.1%
1.9879717	1	0.1%
0.3618935	1	0.1%
0.3258164	1	0.1%
0.04723284	1	0.1%
Other values (373)	373	35.4%
(Missing)	670	63.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.018300164	1	0.1%
0.018765926	1	0.1%
0.01956463	1	0.1%
0.0196211	1	0.1%
0.01977599	1	0.1%
0.020857243	1	0.1%
0.024451766	1	0.1%
0.024644747	1	0.1%
0.024815174	1	0.1%
0.026737195	1	0.1%

Value	Count	Frequency (%)
3.047856	1	0.1%
2.2568097	1	0.1%
2.001278	1	0.1%
1.9879717	1	0.1%
1.8658886	1	0.1%
1.8389287	1	0.1%
1.8026608	1	0.1%
1.800339	1	0.1%
1.7528784	1	0.1%
1.7147182	1	0.1%

astrometric_n_obs_al
Real number (ℝ)

MISSING

Distinct	269
Distinct (%)	53.8%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	234.794

Minimum	40
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	40
5-th percentile	61
Q1	165.75
median	234
Q3	312.5
95-th percentile	385.05
Maximum	440
Range	400
Interquartile range (IQR)	146.75

Descriptive statistics

Standard deviation	97.844461
Coefficient of variation (CV)	0.41672471
Kurtosis	-0.74655187
Mean	234.794
Median Absolute Deviation (MAD)	71
Skewness	-0.1293895
Sum	117397
Variance	9573.5386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
230	7	0.7%
228	6	0.6%
237	5	0.5%
330	5	0.5%
236	5	0.5%
227	4	0.4%
359	4	0.4%
334	4	0.4%
102	4	0.4%
234	4	0.4%
Other values (259)	452	42.9%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	1	0.1%
42	3	0.3%
43	1	0.1%
44	1	0.1%
46	1	0.1%
47	1	0.1%
48	1	0.1%
49	2	0.2%
50	1	0.1%
51	3	0.3%

Value	Count	Frequency (%)
440	1	0.1%
436	1	0.1%
435	1	0.1%
429	1	0.1%
427	2	0.2%
426	1	0.1%
417	2	0.2%
415	1	0.1%
412	1	0.1%
410	1	0.1%

astrometric_n_good_obs_al
Real number (ℝ)

MISSING

Distinct	264
Distinct (%)	52.8%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	233.336

Minimum	40
Maximum	438
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	40
5-th percentile	61
Q1	165
median	232.5
Q3	310
95-th percentile	384.05
Maximum	438
Range	398
Interquartile range (IQR)	145

Descriptive statistics

Standard deviation	97.455005
Coefficient of variation (CV)	0.41765954
Kurtosis	-0.75214763
Mean	233.336
Median Absolute Deviation (MAD)	72
Skewness	-0.12848288
Sum	116668
Variance	9497.4781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
288	7	0.7%
234	7	0.7%
228	7	0.7%
230	6	0.6%
251	5	0.5%
244	5	0.5%
239	5	0.5%
189	4	0.4%
223	4	0.4%
215	4	0.4%
Other values (254)	446	42.4%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	1	0.1%
41	1	0.1%
42	3	0.3%
44	1	0.1%
46	1	0.1%
47	2	0.2%
48	2	0.2%
49	1	0.1%
50	3	0.3%
51	1	0.1%

Value	Count	Frequency (%)
438	1	0.1%
434	1	0.1%
426	2	0.2%
425	1	0.1%
424	1	0.1%
423	1	0.1%
417	1	0.1%
414	2	0.2%
411	1	0.1%
406	1	0.1%

astrometric_n_bad_obs_al
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	2.6%
Missing	553
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.458

Minimum	0
Maximum	14
Zeros	173
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	14
Range	14
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.782861
Coefficient of variation (CV)	1.2228127
Kurtosis	9.8212766
Mean	1.458
Median Absolute Deviation (MAD)	1
Skewness	2.4859211
Sum	729
Variance	3.1785932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	173	16.4%
1	139	13.2%
2	100	9.5%
3	37	3.5%
4	25	2.4%
5	10	0.9%
6	6	0.6%
7	3	0.3%
9	2	0.2%
11	2	0.2%
Other values (3)	3	0.3%
(Missing)	553	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	173	16.4%
1	139	13.2%
2	100	9.5%
3	37	3.5%
4	25	2.4%
5	10	0.9%
6	6	0.6%
7	3	0.3%
8	1	0.1%
9	2	0.2%

Value	Count	Frequency (%)
14	1	0.1%
11	2	0.2%
10	1	0.1%
9	2	0.2%
8	1	0.1%
7	3	0.3%
6	6	0.6%
5	10	0.9%
4	25	2.4%
3	37	3.5%

phot_g_mean_mag
Real number (ℝ)

MISSING

Distinct	499
Distinct (%)	100.0%
Missing	554
Missing (%)	52.6%
Infinite	0
Infinite (%)	0.0%
Mean	19.187189

Minimum	8.146728
Maximum	22.00811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	8.146728
5-th percentile	14.907173
Q1	18.224286
median	19.795294
Q3	20.661375
95-th percentile	21.355638
Maximum	22.00811
Range	13.861382
Interquartile range (IQR)	2.437089

Descriptive statistics

Standard deviation	2.0531749
Coefficient of variation (CV)	0.10700759
Kurtosis	2.6726472
Mean	19.187189
Median Absolute Deviation (MAD)	1.048281
Skewness	-1.4800854
Sum	9574.4071
Variance	4.2155272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.258568	1	0.1%
20.91832	1	0.1%
19.708935	1	0.1%
16.406364	1	0.1%
17.954666	1	0.1%
17.663439	1	0.1%
18.57374	1	0.1%
18.219252	1	0.1%
19.393593	1	0.1%
21.010536	1	0.1%
Other values (489)	489	46.4%
(Missing)	554	52.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.146728	1	0.1%
10.950368	1	0.1%
11.382326	1	0.1%
12.357016	1	0.1%
12.512007	1	0.1%
12.691703	1	0.1%
12.7409935	1	0.1%
13.213246	1	0.1%
13.383861	1	0.1%
13.717505	1	0.1%

Value	Count	Frequency (%)
22.00811	1	0.1%
21.91075	1	0.1%
21.750748	1	0.1%
21.724222	1	0.1%
21.707592	1	0.1%
21.692427	1	0.1%
21.656767	1	0.1%
21.648577	1	0.1%
21.635555	1	0.1%
21.63239	1	0.1%

phot_bp_mean_mag
Real number (ℝ)

MISSING

Distinct	493
Distinct (%)	100.0%
Missing	560
Missing (%)	53.2%
Infinite	0
Infinite (%)	0.0%
Mean	19.571069

Minimum	8.668833
Maximum	22.159897
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	8.668833
5-th percentile	15.341455
Q1	18.92855
median	20.178444
Q3	20.89266
95-th percentile	21.475558
Maximum	22.159897
Range	13.491064
Interquartile range (IQR)	1.96411

Descriptive statistics

Standard deviation	1.9397478
Coefficient of variation (CV)	0.09911302
Kurtosis	3.8893741
Mean	19.571069
Median Absolute Deviation (MAD)	0.808285
Skewness	-1.7824533
Sum	9648.5372
Variance	3.7626215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.64788	1	0.1%
16.73219	1	0.1%
19.159588	1	0.1%
18.043924	1	0.1%
19.92671	1	0.1%
18.610977	1	0.1%
20.846594	1	0.1%
19.963396	1	0.1%
20.481285	1	0.1%
20.130005	1	0.1%
Other values (483)	483	45.9%
(Missing)	560	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.668833	1	0.1%
11.213302	1	0.1%
11.694197	1	0.1%
12.602207	1	0.1%
12.838908	1	0.1%
13.180953	1	0.1%
13.184612	1	0.1%
13.643908	1	0.1%
13.906564	1	0.1%
14.040379	1	0.1%

Value	Count	Frequency (%)
22.159897	1	0.1%
22.130316	1	0.1%
22.128279	1	0.1%
22.07603	1	0.1%
21.860823	1	0.1%
21.852255	1	0.1%
21.750845	1	0.1%
21.723867	1	0.1%
21.699923	1	0.1%
21.650936	1	0.1%

phot_rp_mean_mag
Real number (ℝ)

MISSING

Distinct	495
Distinct (%)	100.0%
Missing	558
Missing (%)	53.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.115991

Minimum	7.46929
Maximum	21.544151
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	7.46929
5-th percentile	14.30432
Q1	17.367028
median	18.535206
Q3	19.41469
95-th percentile	20.220209
Maximum	21.544151
Range	14.074861
Interquartile range (IQR)	2.047661

Descriptive statistics

Standard deviation	1.8792068
Coefficient of variation (CV)	0.10373194
Kurtosis	3.1268392
Mean	18.115991
Median Absolute Deviation (MAD)	0.987526
Skewness	-1.4680624
Sum	8967.4156
Variance	3.5314183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.771126	1	0.1%
18.422966	1	0.1%
18.479776	1	0.1%
15.921916	1	0.1%
16.866842	1	0.1%
17.136812	1	0.1%
17.446672	1	0.1%
17.52307	1	0.1%
18.188707	1	0.1%
18.285004	1	0.1%
Other values (485)	485	46.1%
(Missing)	558	53.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.46929	1	0.1%
10.528421	1	0.1%
10.904862	1	0.1%
11.96133	1	0.1%
12.025637	1	0.1%
12.046747	1	0.1%
12.1360445	1	0.1%
12.410095	1	0.1%
12.964455	1	0.1%
13.001858	1	0.1%

Value	Count	Frequency (%)
21.544151	1	0.1%
21.206211	1	0.1%
21.166784	1	0.1%
21.039288	1	0.1%
20.875463	1	0.1%
20.873005	1	0.1%
20.692478	1	0.1%
20.582724	1	0.1%
20.535042	1	0.1%
20.498274	1	0.1%

radial_velocity
Real number (ℝ)

MISSING

Distinct	20
Distinct (%)	100.0%
Missing	1033
Missing (%)	98.1%
Infinite	0
Infinite (%)	0.0%
Mean	8.0452723

Minimum	-24.447752
Maximum	70.99803
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	0.8%
Memory size	16.5 KiB

Quantile statistics

Minimum	-24.447752
5-th percentile	-22.90518
Q1	-9.5778
median	4.9917612
Q3	25.27083
95-th percentile	36.910172
Maximum	70.99803
Range	95.445782
Interquartile range (IQR)	34.84863

Descriptive statistics

Standard deviation	23.85586
Coefficient of variation (CV)	2.9652023
Kurtosis	0.91842511
Mean	8.0452723
Median Absolute Deviation (MAD)	16.96821
Skewness	0.87824721
Sum	160.90545
Variance	569.10204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
-15.1605835	1	0.1%
25.085247	1	0.1%
0.08441595	1	0.1%
-22.823992	1	0.1%
7.0421696	1	0.1%
18.437864	1	0.1%
-9.804372	1	0.1%
13.81963	1	0.1%
-9.502276	1	0.1%
30.99506	1	0.1%
Other values (10)	10	0.9%
(Missing)	1033	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-24.447752	1	0.1%
-22.823992	1	0.1%
-15.1605835	1	0.1%
-14.148526	1	0.1%
-9.804372	1	0.1%
-9.502276	1	0.1%
-7.3775325	1	0.1%
-6.5672965	1	0.1%
0.08441595	1	0.1%
4.1315174	1	0.1%

Value	Count	Frequency (%)
70.99803	1	0.1%
35.116074	1	0.1%
33.348186	1	0.1%
30.99506	1	0.1%
25.827578	1	0.1%
25.085247	1	0.1%
18.437864	1	0.1%
13.81963	1	0.1%
7.0421696	1	0.1%
5.852005	1	0.1%

radial_velocity_error
Real number (ℝ)

MISSING

Distinct	20
Distinct (%)	100.0%
Missing	1033
Missing (%)	98.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.2597698

Minimum	0.1514568
Maximum	7.583919
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.5 KiB

Quantile statistics

Minimum	0.1514568
5-th percentile	0.30990853
Q1	1.0276436
median	3.53297
Q3	4.9184581
95-th percentile	7.3678579
Maximum	7.583919
Range	7.4324622
Interquartile range (IQR)	3.8908146

Descriptive statistics

Standard deviation	2.3988375
Coefficient of variation (CV)	0.7358917
Kurtosis	-1.0459103
Mean	3.2597698
Median Absolute Deviation (MAD)	2.1742514
Skewness	0.38426638
Sum	65.195396
Variance	5.7544216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3.5710263	1	0.1%
0.90453434	1	0.1%
0.1514568	1	0.1%
3.7050126	1	0.1%
1.4899416	1	0.1%
7.583919	1	0.1%
4.8067074	1	0.1%
5.2537103	1	0.1%
1.031724	1	0.1%
1.3404392	1	0.1%
Other values (10)	10	0.9%
(Missing)	1033	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1514568	1	0.1%
0.3182481	1	0.1%
0.5586284	1	0.1%
0.90453434	1	0.1%
1.0154022	1	0.1%
1.031724	1	0.1%
1.3404392	1	0.1%
1.4899416	1	0.1%
2.3488908	1	0.1%
3.4949136	1	0.1%

Value	Count	Frequency (%)
7.583919	1	0.1%
7.3564863	1	0.1%
6.623964	1	0.1%
5.688942	1	0.1%
5.2537103	1	0.1%
4.8067074	1	0.1%
4.1817713	1	0.1%
3.769678	1	0.1%
3.7050126	1	0.1%
3.5710263	1	0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	df_index	pl_name	hostname	discoverymethod	disc_year	pl_orbper	pl_rade	pl_bmasse	pl_eqt	st_teff	st_mass	st_rad	sy_dist	sy_vmag	rastr	decstr	Category	solution_id	designation	source_id	ra	dec	parallax	pmra	pmdec	ra_error	dec_error	parallax_error	pmra_error	pmdec_error	astrometric_n_obs_al	astrometric_n_good_obs_al	astrometric_n_bad_obs_al	phot_g_mean_mag	phot_bp_mean_mag	phot_rp_mean_mag	radial_velocity	radial_velocity_error
0	0.0	AU Mic b	AU Mic	Transit	2020.0	8.462999	NaN	20.12	NaN	NaN	0.50	NaN	9.72210	8.810	20h45m09.87s	-31d20m32.82s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	1.0	AU Mic c	AU Mic	Transit	2021.0	18.858991	NaN	9.60	NaN	NaN	0.50	NaN	9.72210	8.810	20h45m09.87s	-31d20m32.82s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	2.0	BD-14 3065 b	BD-14 3065 A	Transit	2024.0	4.288973	21.590	3932.00	2001.0	6935.0	1.41	2.35	589.42300	11.100	10h14m40.72s	-15d38m34.21s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	3.0	DS Tuc A b	DS Tuc A	Transit	2019.0	8.138268	5.700	NaN	850.0	5428.0	1.01	0.96	44.06220	8.170	23h39m39.71s	-69d11m45.75s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	4.0	GJ 1252 b	GJ 1252	Transit	2020.0	0.518233	1.193	1.32	NaN	3458.0	0.38	0.39	20.37300	12.680	20h27m42.88s	-56d27m44.23s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	5.0	GJ 143 b	GJ 143	Transit	2019.0	35.612530	2.610	22.70	422.0	4640.0	0.73	0.69	16.32000	8.080	03h27m00.05s	-63d30m00.60s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	6.0	GJ 238 b	GJ 238	Transit	2024.0	1.744700	0.566	NaN	758.0	3485.0	0.42	0.43	15.21420	11.620	06h33m49.17s	-58d31m30.11s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	7.0	GJ 3090 b	GJ 3090	Transit	2022.0	2.853105	2.130	3.34	693.0	3556.0	0.52	0.52	22.47510	11.403	01h21m45.22s	-46d42m53.00s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	8.0	GJ 3473 b	GJ 3473	Transit	2020.0	1.198003	1.264	1.86	773.0	3347.0	0.36	0.36	27.36440	13.740	08h02m22.47s	+03d20m13.79s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	9.0	GJ 357 b	GJ 357	Transit	2019.0	3.930600	1.200	NaN	518.0	3505.0	0.34	0.34	9.44181	10.910	09h36m01.79s	-21d39m54.23s	Exoplanet	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	df_index	pl_name	hostname	discoverymethod	disc_year	pl_orbper	pl_rade	pl_bmasse	pl_eqt	st_teff	st_mass	st_rad	sy_dist	sy_vmag	rastr	decstr	Category	solution_id	designation	source_id	ra	dec	parallax	pmra	pmdec	ra_error	dec_error	parallax_error	pmra_error	pmdec_error	astrometric_n_obs_al	astrometric_n_good_obs_al	astrometric_n_bad_obs_al	phot_g_mean_mag	phot_bp_mean_mag	phot_rp_mean_mag	radial_velocity	radial_velocity_error
490	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2362929760303212544	2.362930e+18	10.016956	-19.596828	0.192004	5.958685	1.633673	0.066317	0.038505	0.082387	0.096112	0.097079	429.0	423.0	6.0	17.162504	17.521616	16.649778	NaN	NaN
491	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2370960039180970112	2.370960e+18	10.016971	-15.613425	1.215851	26.214229	-6.185047	0.255443	0.179033	0.347421	0.410487	0.368240	298.0	298.0	0.0	19.196037	20.422009	18.125778	NaN	NaN
492	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2377311372394025216	2.377311e+18	10.016995	-11.233682	1.171054	5.721439	-6.427386	0.021254	0.019656	0.025154	0.028284	0.029400	248.0	248.0	0.0	14.874188	15.234173	14.346371	NaN	NaN
493	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2370140666794966016	2.370141e+18	10.017102	-17.213876	NaN	NaN	NaN	16.433071	6.211247	NaN	NaN	NaN	68.0	67.0	1.0	21.574444	21.403227	19.483774	NaN	NaN
494	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2376829133466026112	2.376829e+18	10.017117	-12.700366	0.491278	4.124112	-7.348821	0.328022	0.318042	0.438010	0.429073	0.511029	249.0	247.0	2.0	19.586212	19.465840	18.556000	NaN	NaN
495	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2376890804901189632	2.376891e+18	10.017204	-12.375704	0.070115	0.505754	-0.995377	0.926986	0.844047	1.103179	1.560543	1.293475	144.0	144.0	0.0	20.672224	20.748816	20.129860	NaN	NaN
496	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2373975763352508032	2.373976e+18	10.017219	-15.354551	0.477827	4.152381	-1.739704	0.913903	0.648185	1.037736	1.459969	1.272482	207.0	206.0	1.0	20.531387	20.728746	19.696054	NaN	NaN
497	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2370555869873320064	2.370556e+18	10.017229	-16.175711	NaN	NaN	NaN	9.675529	5.536183	NaN	NaN	NaN	133.0	130.0	3.0	21.354662	19.436752	18.273212	NaN	NaN
498	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2376897303186498048	2.376897e+18	10.017271	-12.239626	0.245810	9.503995	-4.467276	0.488820	0.530651	0.619408	0.757908	0.818815	226.0	225.0	1.0	20.190200	20.498840	19.527103	NaN	NaN
499	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Star	1.636148e+18	Gaia DR3 2374013249827897344	2.374013e+18	10.017284	-15.178804	0.877515	4.210467	-1.772194	0.593706	0.591066	0.750833	0.817096	0.979785	219.0	217.0	2.0	20.485560	21.374912	19.319157	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block